Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations

11 July 2017

Carole H Sudre

Wenqi Li

Tom Kamiel Magda Vercauteren

Sébastien Ourselin

M. Jorge Cardoso

SSeg

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Papers citing "Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations"

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Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors Rafael Sterzinger Simon Brenner Robert Sablatnig 30 1 0 24 Apr 2024
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Financial Table Extraction in Image Documents W. Watson Bo Liu 30 4 0 18 Mar 2024
Topologically faithful multi-class segmentation in medical images Alexander H. Berger Nico Stucki Laurin Lux Vincent Buergin Suprosanna Shit Anna Banaszak Daniel Rueckert Ulrich Bauer Johannes C. Paetzold 50 3 0 16 Mar 2024
COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss Anay Panja Somenath Kuiry Alaka Das M. Nasipuri N. Das 27 0 0 16 Mar 2024
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation Zicheng Zhang Tong Zhang Yi Zhu Jian-zhuo Liu Xiaodan Liang QiXiang Ye Wei Ke VLM 52 2 0 13 Mar 2024
A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma Shadab Ahamed Natalia Dubljevic I. Bloise C. Gowdy Patrick Martineau Don C. Wilson C. Uribe Arman Rahmim F. Yousefirizi MedIm 32 3 0 11 Mar 2024
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Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation Jianfei Liu Christopher Parnell Ronald M. Summers 38 1 0 06 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 35 5 0 06 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 54 0 0 05 Mar 2024
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ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 54 1 0 26 Feb 2024
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift Bruno Laboissiere Camargos Borges Bruno Machado Pacheco Danilo Silva 22 0 0 16 Feb 2024
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge Jiancheng Yang Rui Shi Liang Jin Xiaoyang Huang Kaiming Kuang ... Jianye He Lixuan Che Hanspeter Pfister Ming Li Bingbing Ni OOD 31 10 0 14 Feb 2024
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Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation P. Singh Jacopo Cirrone 18 0 0 04 Feb 2024
TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection Tianxiang Chen Zhentao Tan Qi Chu Yue-bo Wu Bin Liu Nenghai Yu 53 13 0 03 Feb 2024
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SEDNet: Shallow Encoder-Decoder Network for Brain Tumor Segmentation Chollette C. Olisah 21 0 0 24 Jan 2024
CaBuAr: California Burned Areas dataset for delineation Daniele Rege Cambrin Luca Colomba Paolo Garza 31 7 0 21 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 46 11 0 18 Jan 2024